Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 56000 |
| Missing cells | 287731 |
| Missing cells (%) | 20.6% |
| Duplicate rows | 121 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 10.7 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Numeric | 24 |
|---|---|
| Categorical | 1 |
| Dataset has 121 (0.2%) duplicate rows | Duplicates |
form_field25 is highly correlated with form_field26 and 2 other fields | High correlation |
form_field26 is highly correlated with form_field25 and 2 other fields | High correlation |
form_field27 is highly correlated with form_field25 and 2 other fields | High correlation |
form_field28 is highly correlated with form_field42 | High correlation |
form_field29 is highly correlated with form_field25 and 3 other fields | High correlation |
form_field31 is highly correlated with form_field29 | High correlation |
form_field32 is highly correlated with form_field37 | High correlation |
form_field34 is highly correlated with form_field39 | High correlation |
form_field36 is highly correlated with form_field38 and 1 other fields | High correlation |
form_field37 is highly correlated with form_field32 | High correlation |
form_field38 is highly correlated with form_field36 and 1 other fields | High correlation |
form_field39 is highly correlated with form_field34 | High correlation |
form_field42 is highly correlated with form_field28 | High correlation |
form_field43 is highly correlated with form_field36 and 1 other fields | High correlation |
form_field48 is highly correlated with form_field26 and 4 other fields | High correlation |
form_field25 has 5450 (9.7%) missing values | Missing |
form_field26 has 7438 (13.3%) missing values | Missing |
form_field27 has 9299 (16.6%) missing values | Missing |
form_field30 has 25509 (45.6%) missing values | Missing |
form_field31 has 39408 (70.4%) missing values | Missing |
form_field32 has 5450 (9.7%) missing values | Missing |
form_field33 has 1256 (2.2%) missing values | Missing |
form_field35 has 23148 (41.3%) missing values | Missing |
form_field36 has 1995 (3.6%) missing values | Missing |
form_field37 has 5450 (9.7%) missing values | Missing |
form_field39 has 4211 (7.5%) missing values | Missing |
form_field40 has 43729 (78.1%) missing values | Missing |
form_field41 has 38229 (68.3%) missing values | Missing |
form_field42 has 1323 (2.4%) missing values | Missing |
form_field43 has 568 (1.0%) missing values | Missing |
form_field44 has 5383 (9.6%) missing values | Missing |
form_field45 has 31317 (55.9%) missing values | Missing |
form_field46 has 15904 (28.4%) missing values | Missing |
form_field48 has 20889 (37.3%) missing values | Missing |
form_field28 has 11546 (20.6%) zeros | Zeros |
form_field34 has 46890 (83.7%) zeros | Zeros |
form_field35 has 28090 (50.2%) zeros | Zeros |
form_field37 has 11410 (20.4%) zeros | Zeros |
form_field38 has 4864 (8.7%) zeros | Zeros |
form_field39 has 48194 (86.1%) zeros | Zeros |
form_field42 has 16961 (30.3%) zeros | Zeros |
form_field43 has 6942 (12.4%) zeros | Zeros |
form_field45 has 23075 (41.2%) zeros | Zeros |
form_field46 has 36730 (65.6%) zeros | Zeros |
form_field48 has 1416 (2.5%) zeros | Zeros |
form_field49 has 29853 (53.3%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-20 13:58:11.448358 |
|---|---|
| Analysis finished | 2022-10-20 14:04:45.757638 |
| Duration | 6 minutes and 34.31 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 5014 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 5450 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2624.555935 |
| Minimum | 0 |
|---|---|
| Maximum | 25093.5 |
| Zeros | 42 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 349.5 |
| Q1 | 1231.5 |
| median | 2203.5 |
| Q3 | 3517.5 |
| 95-th percentile | 6300.825 |
| Maximum | 25093.5 |
| Range | 25093.5 |
| Interquartile range (IQR) | 2286 |
Descriptive statistics
| Standard deviation | 1964.226548 |
|---|---|
| Coefficient of variation (CV) | 0.748403386 |
| Kurtosis | 5.663181989 |
| Mean | 2624.555935 |
| Median Absolute Deviation (MAD) | 1099.5 |
| Skewness | 1.711413073 |
| Sum | 132671302.5 |
| Variance | 3858185.933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 274.5 | 275 | 0.5% |
| 228 | 265 | 0.5% |
| 411 | 261 | 0.5% |
| 364.5 | 250 | 0.4% |
| 183 | 247 | 0.4% |
| 456 | 246 | 0.4% |
| 592.5 | 242 | 0.4% |
| 502.5 | 235 | 0.4% |
| 136.5 | 230 | 0.4% |
| 91.5 | 227 | 0.4% |
| Other values (5004) | 48072 | |
| (Missing) | 5450 | 9.7% |
| Value | Count | Frequency (%) |
| 0 | 42 | 0.1% |
| 22.5 | 9 | < 0.1% |
| 34.5 | 1 | < 0.1% |
| 45 | 189 | |
| 61.5 | 4 | < 0.1% |
| 64.5 | 1 | < 0.1% |
| 69 | 18 | < 0.1% |
| 76.5 | 5 | < 0.1% |
| 79.5 | 1 | < 0.1% |
| 91.5 | 227 |
| Value | Count | Frequency (%) |
| 25093.5 | 1 | |
| 24135 | 1 | |
| 23292 | 1 | |
| 22950 | 1 | |
| 22174.5 | 1 | |
| 20257.5 | 1 | |
| 19185 | 1 | |
| 18843 | 1 | |
| 18706.5 | 1 | |
| 18432 | 1 |
| Distinct | 594 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 7438 |
| Missing (%) | 13.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10106.5549 |
| Minimum | 0 |
|---|---|
| Maximum | 73275 |
| Zeros | 59 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 639 |
| Q1 | 3375 |
| median | 8214 |
| Q3 | 14145 |
| 95-th percentile | 28014 |
| Maximum | 73275 |
| Range | 73275 |
| Interquartile range (IQR) | 10770 |
Descriptive statistics
| Standard deviation | 8796.472481 |
|---|---|
| Coefficient of variation (CV) | 0.8703729974 |
| Kurtosis | 2.69195808 |
| Mean | 10106.5549 |
| Median Absolute Deviation (MAD) | 5112 |
| Skewness | 1.471488688 |
| Sum | 490794519 |
| Variance | 77377928.11 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 549 | 387 | 0.7% |
| 639 | 383 | 0.7% |
| 456 | 370 | 0.7% |
| 366 | 369 | 0.7% |
| 1005 | 367 | 0.7% |
| 1095 | 366 | 0.7% |
| 912 | 361 | 0.6% |
| 1461 | 358 | 0.6% |
| 729 | 357 | 0.6% |
| 183 | 357 | 0.6% |
| Other values (584) | 44887 | |
| (Missing) | 7438 | 13.3% |
| Value | Count | Frequency (%) |
| 0 | 59 | 0.1% |
| 90 | 282 | |
| 183 | 357 | |
| 273 | 348 | |
| 366 | 369 | |
| 456 | 370 | |
| 549 | 387 | |
| 639 | 383 | |
| 729 | 357 | |
| 822 | 352 |
| Value | Count | Frequency (%) |
| 73275 | 1 | |
| 65790 | 1 | |
| 63783 | 1 | |
| 61047 | 2 | |
| 60954 | 1 | |
| 60681 | 1 | |
| 58764 | 1 | |
| 58218 | 1 | |
| 57945 | 2 | |
| 57306 | 1 |
| Distinct | 558 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 9299 |
| Missing (%) | 16.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6190.516948 |
| Minimum | 0 |
|---|---|
| Maximum | 42522 |
| Zeros | 57 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 366 |
| Q1 | 2068 |
| median | 5110 |
| Q3 | 8700 |
| 95-th percentile | 17034 |
| Maximum | 42522 |
| Range | 42522 |
| Interquartile range (IQR) | 6632 |
Descriptive statistics
| Standard deviation | 5390.915344 |
|---|---|
| Coefficient of variation (CV) | 0.8708344374 |
| Kurtosis | 2.715219375 |
| Mean | 6190.516948 |
| Median Absolute Deviation (MAD) | 3224 |
| Skewness | 1.452972936 |
| Sum | 289103332 |
| Variance | 29061968.25 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 426 | 429 | 0.8% |
| 366 | 427 | 0.8% |
| 304 | 407 | 0.7% |
| 244 | 400 | 0.7% |
| 670 | 395 | 0.7% |
| 182 | 395 | 0.7% |
| 730 | 390 | 0.7% |
| 122 | 387 | 0.7% |
| 486 | 387 | 0.7% |
| 912 | 384 | 0.7% |
| Other values (548) | 42700 | |
| (Missing) | 9299 | 16.6% |
| Value | Count | Frequency (%) |
| 0 | 57 | 0.1% |
| 60 | 302 | |
| 122 | 387 | |
| 182 | 395 | |
| 244 | 400 | |
| 304 | 407 | |
| 366 | 427 | |
| 426 | 429 | |
| 486 | 387 | |
| 548 | 368 |
| Value | Count | Frequency (%) |
| 42522 | 1 | |
| 40698 | 1 | |
| 38812 | 1 | |
| 38630 | 2 | |
| 38082 | 1 | |
| 37170 | 1 | |
| 36986 | 1 | |
| 36926 | 1 | |
| 36804 | 1 | |
| 36744 | 1 |
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17274.31514 |
| Minimum | 0 |
|---|---|
| Maximum | 60772 |
| Zeros | 11546 |
| Zeros (%) | 20.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 60 |
| median | 486 |
| Q3 | 60772 |
| 95-th percentile | 60772 |
| Maximum | 60772 |
| Range | 60772 |
| Interquartile range (IQR) | 60712 |
Descriptive statistics
| Standard deviation | 26930.74202 |
|---|---|
| Coefficient of variation (CV) | 1.559004904 |
| Kurtosis | -1.007478124 |
| Mean | 17274.31514 |
| Median Absolute Deviation (MAD) | 486 |
| Skewness | 0.993735487 |
| Sum | 961229266 |
| Variance | 725264865.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60772 | 15407 | |
| 0 | 11546 | |
| 60 | 8973 | |
| 122 | 2356 | 4.2% |
| 182 | 1430 | 2.6% |
| 244 | 1033 | 1.8% |
| 304 | 914 | 1.6% |
| 366 | 788 | 1.4% |
| 426 | 720 | 1.3% |
| 486 | 641 | 1.1% |
| Other values (85) | 11837 |
| Value | Count | Frequency (%) |
| 0 | 11546 | |
| 60 | 8973 | |
| 122 | 2356 | 4.2% |
| 182 | 1430 | 2.6% |
| 244 | 1033 | 1.8% |
| 304 | 914 | 1.6% |
| 366 | 788 | 1.4% |
| 426 | 720 | 1.3% |
| 486 | 641 | 1.1% |
| 548 | 597 | 1.1% |
| Value | Count | Frequency (%) |
| 60772 | 15407 | |
| 7056 | 1 | < 0.1% |
| 6874 | 2 | < 0.1% |
| 6510 | 1 | < 0.1% |
| 6084 | 2 | < 0.1% |
| 6022 | 1 | < 0.1% |
| 5840 | 1 | < 0.1% |
| 5780 | 1 | < 0.1% |
| 5596 | 1 | < 0.1% |
| 5536 | 1 | < 0.1% |
| Distinct | 654 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16518.5407 |
| Minimum | 0 |
|---|---|
| Maximum | 73914 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3102 |
| Q1 | 9765 |
| median | 15057 |
| Q3 | 21810 |
| 95-th percentile | 34674 |
| Maximum | 73914 |
| Range | 73914 |
| Interquartile range (IQR) | 12045 |
Descriptive statistics
| Standard deviation | 9666.183962 |
|---|---|
| Coefficient of variation (CV) | 0.5851717861 |
| Kurtosis | 1.193728581 |
| Mean | 16518.5407 |
| Median Absolute Deviation (MAD) | 5931 |
| Skewness | 0.9333815308 |
| Sum | 919174197 |
| Variance | 93435112.39 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11133 | 277 | 0.5% |
| 12135 | 273 | 0.5% |
| 11772 | 269 | 0.5% |
| 12045 | 268 | 0.5% |
| 11862 | 268 | 0.5% |
| 11223 | 265 | 0.5% |
| 14874 | 264 | 0.5% |
| 12318 | 263 | 0.5% |
| 11499 | 263 | 0.5% |
| 11040 | 263 | 0.5% |
| Other values (644) | 52972 | |
| (Missing) | 355 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 90 | 30 | 0.1% |
| 183 | 59 | |
| 273 | 74 | |
| 366 | 83 | |
| 456 | 76 | |
| 549 | 80 | |
| 639 | 70 | |
| 729 | 83 | |
| 822 | 80 |
| Value | Count | Frequency (%) |
| 73914 | 1 | |
| 73275 | 1 | |
| 70170 | 1 | |
| 65790 | 1 | |
| 65427 | 1 | |
| 64515 | 1 | |
| 63783 | 1 | |
| 63510 | 1 | |
| 62049 | 1 | |
| 61593 | 1 |
| Distinct | 274 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 25509 |
| Missing (%) | 45.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5213.246663 |
| Minimum | 0 |
|---|---|
| Maximum | 25550 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 426 |
| Q1 | 2312 |
| median | 5658 |
| Q3 | 7726 |
| 95-th percentile | 9794 |
| Maximum | 25550 |
| Range | 25550 |
| Interquartile range (IQR) | 5414 |
Descriptive statistics
| Standard deviation | 3124.491488 |
|---|---|
| Coefficient of variation (CV) | 0.5993369756 |
| Kurtosis | -0.8463082268 |
| Mean | 5213.246663 |
| Median Absolute Deviation (MAD) | 2556 |
| Skewness | 0.03838729922 |
| Sum | 158957104 |
| Variance | 9762447.058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7422 | 316 | 0.6% |
| 7604 | 291 | 0.5% |
| 7544 | 287 | 0.5% |
| 7482 | 267 | 0.5% |
| 7726 | 265 | 0.5% |
| 7360 | 262 | 0.5% |
| 8030 | 261 | 0.5% |
| 366 | 252 | 0.4% |
| 7908 | 250 | 0.4% |
| 790 | 247 | 0.4% |
| Other values (264) | 27793 | |
| (Missing) | 25509 |
| Value | Count | Frequency (%) |
| 0 | 10 | < 0.1% |
| 60 | 163 | |
| 122 | 220 | |
| 182 | 246 | |
| 244 | 233 | |
| 304 | 230 | |
| 366 | 252 | |
| 426 | 234 | |
| 486 | 229 | |
| 548 | 240 |
| Value | Count | Frequency (%) |
| 25550 | 1 | |
| 19102 | 1 | |
| 18310 | 1 | |
| 18250 | 1 | |
| 17824 | 1 | |
| 17702 | 1 | |
| 17460 | 2 | |
| 17094 | 1 | |
| 17034 | 1 | |
| 16730 | 1 |
| Distinct | 394 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 39408 |
| Missing (%) | 70.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10857.56575 |
| Minimum | 0 |
|---|---|
| Maximum | 47085 |
| Zeros | 14 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2100 |
| Q1 | 6297 |
| median | 10584 |
| Q3 | 14235 |
| 95-th percentile | 21900 |
| Maximum | 47085 |
| Range | 47085 |
| Interquartile range (IQR) | 7938 |
Descriptive statistics
| Standard deviation | 6049.678489 |
|---|---|
| Coefficient of variation (CV) | 0.5571855263 |
| Kurtosis | 0.9170532683 |
| Mean | 10857.56575 |
| Median Absolute Deviation (MAD) | 4017 |
| Skewness | 0.7382103891 |
| Sum | 180148731 |
| Variance | 36598609.83 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6297 | 137 | 0.2% |
| 6204 | 134 | 0.2% |
| 11316 | 128 | 0.2% |
| 12045 | 126 | 0.2% |
| 11499 | 125 | 0.2% |
| 11589 | 120 | 0.2% |
| 11223 | 120 | 0.2% |
| 11133 | 117 | 0.2% |
| 11955 | 116 | 0.2% |
| 11040 | 115 | 0.2% |
| Other values (384) | 15354 | 27.4% |
| (Missing) | 39408 |
| Value | Count | Frequency (%) |
| 0 | 14 | < 0.1% |
| 90 | 15 | |
| 183 | 21 | |
| 273 | 28 | |
| 366 | 24 | |
| 456 | 33 | |
| 549 | 33 | |
| 639 | 28 | |
| 729 | 36 | |
| 822 | 30 |
| Value | Count | Frequency (%) |
| 47085 | 1 | |
| 44073 | 1 | |
| 43617 | 1 | |
| 42066 | 1 | |
| 39876 | 1 | |
| 39054 | 1 | |
| 38598 | 2 | |
| 37959 | 1 | |
| 37869 | 1 | |
| 37779 | 2 |
| Distinct | 2620 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 5450 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 938.3453215 |
| Minimum | 0 |
|---|---|
| Maximum | 21306 |
| Zeros | 42 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 194 |
| median | 598 |
| Q3 | 1332 |
| 95-th percentile | 2980 |
| Maximum | 21306 |
| Range | 21306 |
| Interquartile range (IQR) | 1138 |
Descriptive statistics
| Standard deviation | 1044.597044 |
|---|---|
| Coefficient of variation (CV) | 1.113233071 |
| Kurtosis | 12.83808812 |
| Mean | 938.3453215 |
| Median Absolute Deviation (MAD) | 478 |
| Skewness | 2.447196293 |
| Sum | 47433356 |
| Variance | 1091182.983 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 233 | 0.4% |
| 8 | 219 | 0.4% |
| 26 | 210 | 0.4% |
| 18 | 207 | 0.4% |
| 10 | 206 | 0.4% |
| 22 | 191 | 0.3% |
| 4 | 189 | 0.3% |
| 16 | 187 | 0.3% |
| 20 | 187 | 0.3% |
| 6 | 186 | 0.3% |
| Other values (2610) | 48535 | |
| (Missing) | 5450 | 9.7% |
| Value | Count | Frequency (%) |
| 0 | 42 | 0.1% |
| 2 | 183 | |
| 4 | 189 | |
| 6 | 186 | |
| 8 | 219 | |
| 10 | 206 | |
| 12 | 233 | |
| 14 | 156 | |
| 16 | 187 | |
| 18 | 207 |
| Value | Count | Frequency (%) |
| 21306 | 1 | |
| 19200 | 1 | |
| 14202 | 1 | |
| 13296 | 1 | |
| 11946 | 1 | |
| 11496 | 1 | |
| 10934 | 1 | |
| 10758 | 1 | |
| 10552 | 1 | |
| 9872 | 1 |
| Distinct | 554 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 1256 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.92658344 |
| Minimum | 0.1666 |
|---|---|
| Maximum | 152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0.1666 |
|---|---|
| 5-th percentile | 0.3334 |
| Q1 | 2.3334 |
| median | 7.8334 |
| Q3 | 21.1666 |
| 95-th percentile | 45.3334 |
| Maximum | 152 |
| Range | 151.8334 |
| Interquartile range (IQR) | 18.8332 |
Descriptive statistics
| Standard deviation | 15.20839578 |
|---|---|
| Coefficient of variation (CV) | 1.092040689 |
| Kurtosis | 2.681943214 |
| Mean | 13.92658344 |
| Median Absolute Deviation (MAD) | 6.6668 |
| Skewness | 1.565371193 |
| Sum | 762396.884 |
| Variance | 231.2953023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1666 | 2338 | 4.2% |
| 0.6666 | 1141 | 2.0% |
| 0.3334 | 1088 | 1.9% |
| 0.5 | 1073 | 1.9% |
| 0.8334 | 993 | 1.8% |
| 1.1666 | 949 | 1.7% |
| 1.3334 | 883 | 1.6% |
| 1 | 864 | 1.5% |
| 1.5 | 850 | 1.5% |
| 1.6666 | 822 | 1.5% |
| Other values (544) | 43743 | |
| (Missing) | 1256 | 2.2% |
| Value | Count | Frequency (%) |
| 0.1666 | 2338 | |
| 0.3334 | 1088 | |
| 0.5 | 1073 | |
| 0.6666 | 1141 | |
| 0.8334 | 993 | |
| 1 | 864 | 1.5% |
| 1.1666 | 949 | |
| 1.3334 | 883 | 1.6% |
| 1.5 | 850 | 1.5% |
| 1.6666 | 822 | 1.5% |
| Value | Count | Frequency (%) |
| 152 | 1 | |
| 146 | 1 | |
| 120.8334 | 1 | |
| 119.8334 | 1 | |
| 118.3334 | 1 | |
| 118.1666 | 1 | |
| 111.5 | 1 | |
| 110 | 1 | |
| 107.3334 | 1 | |
| 105.8334 | 1 |
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2302453051 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 46890 |
| Zeros (%) | 83.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6830629264 |
|---|---|
| Coefficient of variation (CV) | 2.966674722 |
| Kurtosis | 78.01899975 |
| Mean | 0.2302453051 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.205107511 |
| Sum | 12812 |
| Variance | 0.4665749614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46890 | |
| 1 | 6377 | 11.4% |
| 2 | 1510 | 2.7% |
| 3 | 532 | 0.9% |
| 4 | 170 | 0.3% |
| 5 | 67 | 0.1% |
| 6 | 32 | 0.1% |
| 7 | 27 | < 0.1% |
| 8 | 12 | < 0.1% |
| 9 | 10 | < 0.1% |
| Other values (8) | 18 | < 0.1% |
| (Missing) | 355 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 46890 | |
| 1 | 6377 | 11.4% |
| 2 | 1510 | 2.7% |
| 3 | 532 | 0.9% |
| 4 | 170 | 0.3% |
| 5 | 67 | 0.1% |
| 6 | 32 | 0.1% |
| 7 | 27 | < 0.1% |
| 8 | 12 | < 0.1% |
| 9 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 15 | 3 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 4 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 10 | |
| 8 | 12 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 23148 |
| Missing (%) | 41.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.199866066 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 28090 |
| Zeros (%) | 50.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5740016794 |
|---|---|
| Coefficient of variation (CV) | 2.871931643 |
| Kurtosis | 25.35788461 |
| Mean | 0.199866066 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.167426424 |
| Sum | 6566 |
| Variance | 0.3294779279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28090 | |
| 1 | 3580 | 6.4% |
| 2 | 786 | 1.4% |
| 3 | 251 | 0.4% |
| 4 | 95 | 0.2% |
| 5 | 30 | 0.1% |
| 6 | 15 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| (Missing) | 23148 |
| Value | Count | Frequency (%) |
| 0 | 28090 | |
| 1 | 3580 | 6.4% |
| 2 | 786 | 1.4% |
| 3 | 251 | 0.4% |
| 4 | 95 | 0.2% |
| 5 | 30 | 0.1% |
| 6 | 15 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 15 | < 0.1% |
| 5 | 30 | 0.1% |
| 4 | 95 | 0.2% |
| 3 | 251 | 0.4% |
| 2 | 786 | 1.4% |
| 1 | 3580 |
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1995 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.8590686 |
| Minimum | 2 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 10 |
| Q3 | 16 |
| 95-th percentile | 32 |
| Maximum | 200 |
| Range | 198 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 10.62198372 |
|---|---|
| Coefficient of variation (CV) | 0.8260305665 |
| Kurtosis | 14.68939079 |
| Mean | 12.8590686 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.634626351 |
| Sum | 694454 |
| Variance | 112.8265382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6563 | |
| 6 | 6476 | |
| 4 | 6253 | |
| 10 | 5574 | |
| 12 | 4710 | |
| 2 | 4592 | |
| 14 | 3847 | |
| 16 | 3092 | 5.5% |
| 18 | 2490 | 4.4% |
| 20 | 1988 | 3.5% |
| Other values (56) | 8420 | |
| (Missing) | 1995 | 3.6% |
| Value | Count | Frequency (%) |
| 2 | 4592 | |
| 4 | 6253 | |
| 6 | 6476 | |
| 8 | 6563 | |
| 10 | 5574 | |
| 12 | 4710 | |
| 14 | 3847 | |
| 16 | 3092 | |
| 18 | 2490 | 4.4% |
| 20 | 1988 | 3.5% |
| Value | Count | Frequency (%) |
| 200 | 1 | |
| 194 | 1 | |
| 156 | 1 | |
| 138 | 1 | |
| 136 | 2 | |
| 134 | 1 | |
| 126 | 1 | |
| 124 | 2 | |
| 122 | 1 | |
| 118 | 1 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5450 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.480435213 |
| Minimum | 0 |
|---|---|
| Maximum | 106 |
| Zeros | 11410 |
| Zeros (%) | 20.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 12 |
| 95-th percentile | 26 |
| Maximum | 106 |
| Range | 106 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.328809675 |
|---|---|
| Coefficient of variation (CV) | 1.100039024 |
| Kurtosis | 6.692711421 |
| Mean | 8.480435213 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.949270982 |
| Sum | 428686 |
| Variance | 87.02668995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11410 | |
| 2 | 6899 | |
| 4 | 5103 | |
| 6 | 4447 | 7.9% |
| 8 | 3960 | 7.1% |
| 10 | 3499 | 6.2% |
| 12 | 2960 | 5.3% |
| 14 | 2539 | 4.5% |
| 16 | 2026 | 3.6% |
| 18 | 1619 | 2.9% |
| Other values (42) | 6088 | |
| (Missing) | 5450 |
| Value | Count | Frequency (%) |
| 0 | 11410 | |
| 2 | 6899 | |
| 4 | 5103 | |
| 6 | 4447 | 7.9% |
| 8 | 3960 | 7.1% |
| 10 | 3499 | 6.2% |
| 12 | 2960 | 5.3% |
| 14 | 2539 | 4.5% |
| 16 | 2026 | 3.6% |
| 18 | 1619 | 2.9% |
| Value | Count | Frequency (%) |
| 106 | 1 | < 0.1% |
| 104 | 2 | |
| 102 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 92 | 1 | < 0.1% |
| 90 | 3 | |
| 88 | 1 | < 0.1% |
| 86 | 3 | |
| 84 | 4 |
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.601419714 |
| Minimum | 0 |
|---|---|
| Maximum | 156 |
| Zeros | 4864 |
| Zeros (%) | 8.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 6 |
| Q3 | 12 |
| 95-th percentile | 24 |
| Maximum | 156 |
| Range | 156 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.969215182 |
|---|---|
| Coefficient of variation (CV) | 0.9264999787 |
| Kurtosis | 18.449534 |
| Mean | 8.601419714 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.722392146 |
| Sum | 478626 |
| Variance | 63.50839062 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 8448 | |
| 2 | 7976 | |
| 6 | 7628 | |
| 8 | 6509 | |
| 10 | 4956 | |
| 0 | 4864 | |
| 12 | 3769 | |
| 14 | 2862 | 5.1% |
| 16 | 2120 | 3.8% |
| 18 | 1600 | 2.9% |
| Other values (48) | 4913 |
| Value | Count | Frequency (%) |
| 0 | 4864 | |
| 2 | 7976 | |
| 4 | 8448 | |
| 6 | 7628 | |
| 8 | 6509 | |
| 10 | 4956 | |
| 12 | 3769 | |
| 14 | 2862 | 5.1% |
| 16 | 2120 | 3.8% |
| 18 | 1600 | 2.9% |
| Value | Count | Frequency (%) |
| 156 | 1 | |
| 150 | 1 | |
| 142 | 1 | |
| 132 | 1 | |
| 118 | 1 | |
| 110 | 2 | |
| 106 | 2 | |
| 104 | 1 | |
| 102 | 1 | |
| 100 | 1 |
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4211 |
| Missing (%) | 7.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09084940818 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 48194 |
| Zeros (%) | 86.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4238021692 |
|---|---|
| Coefficient of variation (CV) | 4.664886406 |
| Kurtosis | 299.8850297 |
| Mean | 0.09084940818 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.81497314 |
| Sum | 4705 |
| Variance | 0.1796082786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48194 | |
| 1 | 2941 | 5.3% |
| 2 | 472 | 0.8% |
| 3 | 91 | 0.2% |
| 4 | 34 | 0.1% |
| 5 | 20 | < 0.1% |
| 6 | 15 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| Other values (5) | 9 | < 0.1% |
| (Missing) | 4211 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 48194 | |
| 1 | 2941 | 5.3% |
| 2 | 472 | 0.8% |
| 3 | 91 | 0.2% |
| 4 | 34 | 0.1% |
| 5 | 20 | < 0.1% |
| 6 | 15 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 13 | 3 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 7 | < 0.1% |
| 6 | 15 | |
| 5 | 20 |
| Distinct | 9848 |
|---|---|
| Distinct (%) | 80.3% |
| Missing | 43729 |
| Missing (%) | 78.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 147.7979769 |
| Minimum | 0.021 |
|---|---|
| Maximum | 645.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0.021 |
|---|---|
| 5-th percentile | 58.99125 |
| Q1 | 136.19175 |
| median | 150 |
| Q3 | 167.754 |
| 95-th percentile | 208.20675 |
| Maximum | 645.45 |
| Range | 645.429 |
| Interquartile range (IQR) | 31.56225 |
Descriptive statistics
| Standard deviation | 45.08588911 |
|---|---|
| Coefficient of variation (CV) | 0.3050507866 |
| Kurtosis | 5.995923036 |
| Mean | 147.7979769 |
| Median Absolute Deviation (MAD) | 16.4475 |
| Skewness | 0.1503336322 |
| Sum | 1813628.975 |
| Variance | 2032.737397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150 | 1610 | 2.9% |
| 75 | 10 | < 0.1% |
| 155.3505 | 4 | < 0.1% |
| 153.8985 | 4 | < 0.1% |
| 149.196 | 3 | < 0.1% |
| 153.0255 | 3 | < 0.1% |
| 188.373 | 3 | < 0.1% |
| 149.838 | 3 | < 0.1% |
| 165.447 | 3 | < 0.1% |
| 153.5145 | 3 | < 0.1% |
| Other values (9838) | 10625 | 19.0% |
| (Missing) | 43729 |
| Value | Count | Frequency (%) |
| 0.021 | 1 | |
| 0.045 | 1 | |
| 0.228 | 2 | |
| 0.2415 | 1 | |
| 0.3495 | 1 | |
| 0.4965 | 1 | |
| 0.5025 | 1 | |
| 0.6855 | 1 | |
| 0.72 | 1 | |
| 0.798 | 1 |
| Value | Count | Frequency (%) |
| 645.45 | 1 | |
| 502.7565 | 1 | |
| 501.48 | 1 | |
| 500.7585 | 1 | |
| 492.8205 | 1 | |
| 491.319 | 1 | |
| 488.376 | 1 | |
| 466.2525 | 1 | |
| 456.8625 | 1 | |
| 439.3185 | 1 |
| Distinct | 14375 |
|---|---|
| Distinct (%) | 80.9% |
| Missing | 38229 |
| Missing (%) | 68.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108.1173635 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 41 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 31.02525 |
| Q1 | 87.0555 |
| median | 118.4415 |
| Q3 | 137.49675 |
| 95-th percentile | 149.53725 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 50.44125 |
Descriptive statistics
| Standard deviation | 36.76576919 |
|---|---|
| Coefficient of variation (CV) | 0.3400542523 |
| Kurtosis | 0.1931893557 |
| Mean | 108.1173635 |
| Median Absolute Deviation (MAD) | 22.5735 |
| Skewness | -0.9725248996 |
| Sum | 1921353.666 |
| Variance | 1351.721784 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150 | 488 | 0.9% |
| 0 | 41 | 0.1% |
| 75 | 25 | < 0.1% |
| 124.9995 | 21 | < 0.1% |
| 100.0005 | 19 | < 0.1% |
| 49.9995 | 17 | < 0.1% |
| 112.5 | 16 | < 0.1% |
| 137.5005 | 16 | < 0.1% |
| 129.1665 | 14 | < 0.1% |
| 141.666 | 13 | < 0.1% |
| Other values (14365) | 17101 | |
| (Missing) | 38229 |
| Value | Count | Frequency (%) |
| 0 | 41 | |
| 0.006 | 1 | < 0.1% |
| 0.018 | 1 | < 0.1% |
| 0.033 | 1 | < 0.1% |
| 0.0435 | 1 | < 0.1% |
| 0.0585 | 1 | < 0.1% |
| 0.0615 | 1 | < 0.1% |
| 0.075 | 2 | < 0.1% |
| 0.099 | 1 | < 0.1% |
| 0.1455 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 255 | 1 | |
| 215.028 | 1 | |
| 199.4295 | 1 | |
| 194.625 | 1 | |
| 193.1145 | 1 | |
| 181.9125 | 1 | |
| 180.672 | 1 | |
| 179.7465 | 1 | |
| 179.1465 | 1 | |
| 177.378 | 1 |
| Distinct | 986 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 1323 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3682154648 |
| Minimum | 0 |
|---|---|
| Maximum | 2.2 |
| Zeros | 16961 |
| Zeros (%) | 30.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.22 |
| Q3 | 0.628573 |
| 95-th percentile | 1.1 |
| Maximum | 2.2 |
| Range | 2.2 |
| Interquartile range (IQR) | 0.628573 |
Descriptive statistics
| Standard deviation | 0.4128583767 |
|---|---|
| Coefficient of variation (CV) | 1.121241274 |
| Kurtosis | 1.168653331 |
| Mean | 0.3682154648 |
| Median Absolute Deviation (MAD) | 0.22 |
| Skewness | 1.183634849 |
| Sum | 20132.91697 |
| Variance | 0.1704520392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16961 | |
| 1.1 | 2459 | 4.4% |
| 0.55 | 1540 | 2.8% |
| 0.366663 | 1081 | 1.9% |
| 0.275 | 908 | 1.6% |
| 0.733337 | 831 | 1.5% |
| 0.22 | 647 | 1.2% |
| 0.183337 | 622 | 1.1% |
| 0.825 | 588 | 1.1% |
| 0.44 | 555 | 1.0% |
| Other values (976) | 28485 | |
| (Missing) | 1323 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 16961 | |
| 0.01111 | 1 | < 0.1% |
| 0.013926 | 1 | < 0.1% |
| 0.014476 | 2 | < 0.1% |
| 0.01507 | 1 | < 0.1% |
| 0.015719 | 1 | < 0.1% |
| 0.016181 | 1 | < 0.1% |
| 0.016665 | 1 | < 0.1% |
| 0.016918 | 3 | < 0.1% |
| 0.017193 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.2 | 262 | |
| 1.65 | 250 | |
| 1.466663 | 242 | |
| 1.375 | 225 | |
| 1.32 | 196 | |
| 1.283337 | 172 | |
| 1.257146 | 154 | |
| 1.2375 | 126 | |
| 1.222221 | 120 | |
| 1.21 | 85 | 0.2% |
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 568 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.634511293 |
| Minimum | 0 |
|---|---|
| Maximum | 91.91 |
| Zeros | 6942 |
| Zeros (%) | 12.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.02 |
| median | 5.05 |
| Q3 | 10.1 |
| 95-th percentile | 19.19 |
| Maximum | 91.91 |
| Range | 91.91 |
| Interquartile range (IQR) | 8.08 |
Descriptive statistics
| Standard deviation | 6.378946473 |
|---|---|
| Coefficient of variation (CV) | 0.9614794807 |
| Kurtosis | 4.582548276 |
| Mean | 6.634511293 |
| Median Absolute Deviation (MAD) | 4.04 |
| Skewness | 1.638079834 |
| Sum | 367764.23 |
| Variance | 40.6909581 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6942 | |
| 1.01 | 5790 | |
| 2.02 | 4853 | 8.7% |
| 3.03 | 4413 | 7.9% |
| 4.04 | 4046 | 7.2% |
| 5.05 | 3677 | 6.6% |
| 6.06 | 3368 | 6.0% |
| 7.07 | 3097 | 5.5% |
| 8.08 | 2740 | 4.9% |
| 9.09 | 2395 | 4.3% |
| Other values (49) | 14111 |
| Value | Count | Frequency (%) |
| 0 | 6942 | |
| 1.01 | 5790 | |
| 2.02 | 4853 | |
| 3.03 | 4413 | |
| 4.04 | 4046 | |
| 5.05 | 3677 | |
| 6.06 | 3368 | |
| 7.07 | 3097 | |
| 8.08 | 2740 | 4.9% |
| 9.09 | 2395 | 4.3% |
| Value | Count | Frequency (%) |
| 91.91 | 1 | < 0.1% |
| 78.78 | 1 | < 0.1% |
| 61.61 | 1 | < 0.1% |
| 58.58 | 1 | < 0.1% |
| 57.57 | 1 | < 0.1% |
| 53.53 | 3 | |
| 52.52 | 1 | < 0.1% |
| 51.51 | 5 | |
| 50.5 | 3 | |
| 49.49 | 3 |
| Distinct | 33238 |
|---|---|
| Distinct (%) | 65.7% |
| Missing | 5383 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5633767961 |
| Minimum | 0.048528 |
|---|---|
| Maximum | 0.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0.048528 |
|---|---|
| 5-th percentile | 0.2092384 |
| Q1 | 0.411672 |
| median | 0.588648 |
| Q3 | 0.75384 |
| 95-th percentile | 0.8 |
| Maximum | 0.8 |
| Range | 0.751472 |
| Interquartile range (IQR) | 0.342168 |
Descriptive statistics
| Standard deviation | 0.196972872 |
|---|---|
| Coefficient of variation (CV) | 0.3496290109 |
| Kurtosis | -0.9304348794 |
| Mean | 0.5633767961 |
| Median Absolute Deviation (MAD) | 0.170624 |
| Skewness | -0.4386335313 |
| Sum | 28516.44329 |
| Variance | 0.03879831231 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 6572 | 11.7% |
| 0.505264 | 17 | < 0.1% |
| 0.4 | 14 | < 0.1% |
| 0.799864 | 7 | < 0.1% |
| 0.786184 | 7 | < 0.1% |
| 0.767944 | 6 | < 0.1% |
| 0.553512 | 6 | < 0.1% |
| 0.799224 | 6 | < 0.1% |
| 0.335712 | 6 | < 0.1% |
| 0.792184 | 6 | < 0.1% |
| Other values (33228) | 43970 | |
| (Missing) | 5383 | 9.6% |
| Value | Count | Frequency (%) |
| 0.048528 | 1 | |
| 0.058392 | 1 | |
| 0.059744 | 1 | |
| 0.059912 | 1 | |
| 0.060896 | 1 | |
| 0.061176 | 1 | |
| 0.064024 | 1 | |
| 0.064232 | 1 | |
| 0.064424 | 1 | |
| 0.06588 | 1 |
| Value | Count | Frequency (%) |
| 0.8 | 6572 | |
| 0.799992 | 1 | < 0.1% |
| 0.799984 | 3 | < 0.1% |
| 0.799976 | 4 | < 0.1% |
| 0.799968 | 3 | < 0.1% |
| 0.79996 | 4 | < 0.1% |
| 0.799952 | 2 | < 0.1% |
| 0.799936 | 6 | < 0.1% |
| 0.799928 | 4 | < 0.1% |
| 0.79992 | 4 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 31317 |
| Missing (%) | 55.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07251954787 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 23075 |
| Zeros (%) | 41.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2911457051 |
|---|---|
| Coefficient of variation (CV) | 4.014720358 |
| Kurtosis | 29.61217379 |
| Mean | 0.07251954787 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.737307171 |
| Sum | 1790 |
| Variance | 0.08476582162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23075 | |
| 1 | 1452 | 2.6% |
| 2 | 136 | 0.2% |
| 3 | 16 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| (Missing) | 31317 |
| Value | Count | Frequency (%) |
| 0 | 23075 | |
| 1 | 1452 | 2.6% |
| 2 | 136 | 0.2% |
| 3 | 16 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 16 | < 0.1% |
| 2 | 136 | 0.2% |
| 1 | 1452 | 2.6% |
| 0 | 23075 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15904 |
| Missing (%) | 28.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09537110934 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 36730 |
| Zeros (%) | 65.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3352098649 |
|---|---|
| Coefficient of variation (CV) | 3.51479465 |
| Kurtosis | 19.79521421 |
| Mean | 0.09537110934 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.031525257 |
| Sum | 3824 |
| Variance | 0.1123656535 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36730 | |
| 1 | 2964 | 5.3% |
| 2 | 354 | 0.6% |
| 3 | 41 | 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 1 | < 0.1% |
| (Missing) | 15904 |
| Value | Count | Frequency (%) |
| 0 | 36730 | |
| 1 | 2964 | 5.3% |
| 2 | 354 | 0.6% |
| 3 | 41 | 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 6 | < 0.1% |
| 3 | 41 | 0.1% |
| 2 | 354 | 0.6% |
| 1 | 2964 | 5.3% |
| 0 | 36730 |
form_field47
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 437.6 KiB |
| charge | |
|---|---|
| lending |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.350482143 |
| Min length | 6 |
Characters and Unicode
| Total characters | 355627 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | charge |
|---|---|
| 2nd row | charge |
| 3rd row | charge |
| 4th row | charge |
| 5th row | charge |
Common Values
| Value | Count | Frequency (%) |
| charge | 36373 | |
| lending | 19627 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| charge | 36373 | |
| lending | 19627 |
Most occurring characters
| Value | Count | Frequency (%) |
| g | 56000 | |
| e | 56000 | |
| n | 39254 | |
| c | 36373 | |
| h | 36373 | |
| a | 36373 | |
| r | 36373 | |
| l | 19627 | 5.5% |
| d | 19627 | 5.5% |
| i | 19627 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 355627 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| g | 56000 | |
| e | 56000 | |
| n | 39254 | |
| c | 36373 | |
| h | 36373 | |
| a | 36373 | |
| r | 36373 | |
| l | 19627 | 5.5% |
| d | 19627 | 5.5% |
| i | 19627 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 355627 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| g | 56000 | |
| e | 56000 | |
| n | 39254 | |
| c | 36373 | |
| h | 36373 | |
| a | 36373 | |
| r | 36373 | |
| l | 19627 | 5.5% |
| d | 19627 | 5.5% |
| i | 19627 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 355627 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| g | 56000 | |
| e | 56000 | |
| n | 39254 | |
| c | 36373 | |
| h | 36373 | |
| a | 36373 | |
| r | 36373 | |
| l | 19627 | 5.5% |
| d | 19627 | 5.5% |
| i | 19627 | 5.5% |
| Distinct | 32115 |
|---|---|
| Distinct (%) | 91.5% |
| Missing | 20889 |
| Missing (%) | 37.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 305244.9328 |
| Minimum | 0 |
|---|---|
| Maximum | 53210144 |
| Zeros | 1416 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.650737615 |
| Q1 | 77.10079136 |
| median | 318.124292 |
| Q3 | 1153.021914 |
| 95-th percentile | 1490453.5 |
| Maximum | 53210144 |
| Range | 53210144 |
| Interquartile range (IQR) | 1075.921122 |
Descriptive statistics
| Standard deviation | 1647757.414 |
|---|---|
| Coefficient of variation (CV) | 5.398148297 |
| Kurtosis | 167.5651511 |
| Mean | 305244.9328 |
| Median Absolute Deviation (MAD) | 292.4316715 |
| Skewness | 10.55260188 |
| Sum | 1.071745483 × 1010 |
| Variance | 2.715104496 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1416 | 2.5% |
| 7.674220208 | 15 | < 0.1% |
| 7.701686554 | 11 | < 0.1% |
| 7.700625735 | 10 | < 0.1% |
| 7.701422078 | 9 | < 0.1% |
| 7.696985265 | 9 | < 0.1% |
| 3112 | 9 | < 0.1% |
| 7.703033341 | 9 | < 0.1% |
| 7.700895563 | 8 | < 0.1% |
| 7.70116358 | 8 | < 0.1% |
| Other values (32105) | 33607 | |
| (Missing) | 20889 |
| Value | Count | Frequency (%) |
| 0 | 1416 | |
| 0.09643428648 | 1 | < 0.1% |
| 0.1320215647 | 1 | < 0.1% |
| 0.1559990977 | 1 | < 0.1% |
| 0.4746072899 | 1 | < 0.1% |
| 0.601236476 | 1 | < 0.1% |
| 0.8107344154 | 1 | < 0.1% |
| 0.8381927143 | 1 | < 0.1% |
| 0.8679396696 | 1 | < 0.1% |
| 1.317331698 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 53210144 | 1 | |
| 50279028 | 1 | |
| 38750235 | 1 | |
| 38287714 | 1 | |
| 35429342 | 1 | |
| 35348819 | 1 | |
| 34687908 | 1 | |
| 33428326 | 1 | |
| 32306450 | 1 | |
| 31544399 | 1 |
| Distinct | 13206 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 355 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.049060751 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 29853 |
| Zeros (%) | 53.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 437.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.181753723 |
| 95-th percentile | 5 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 1.181753723 |
Descriptive statistics
| Standard deviation | 1.806160446 |
|---|---|
| Coefficient of variation (CV) | 1.721692898 |
| Kurtosis | 9.891706202 |
| Mean | 1.049060751 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.623440073 |
| Sum | 58374.98552 |
| Variance | 3.262215555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29853 | |
| 1 | 4241 | 7.6% |
| 2 | 1985 | 3.5% |
| 3 | 1180 | 2.1% |
| 4 | 667 | 1.2% |
| 5 | 395 | 0.7% |
| 6 | 249 | 0.4% |
| 7 | 173 | 0.3% |
| 8 | 99 | 0.2% |
| 9 | 79 | 0.1% |
| Other values (13196) | 16724 | |
| (Missing) | 355 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 29853 | |
| 0.04220228399 | 1 | < 0.1% |
| 0.04881191792 | 1 | < 0.1% |
| 0.04967018994 | 1 | < 0.1% |
| 0.05235766569 | 1 | < 0.1% |
| 0.05253590829 | 1 | < 0.1% |
| 0.0551310465 | 1 | < 0.1% |
| 0.05676915391 | 1 | < 0.1% |
| 0.05855623741 | 1 | < 0.1% |
| 0.0590200314 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 2 | |
| 20 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17.9245283 | 1 | < 0.1% |
| 17.68033946 | 1 | < 0.1% |
| 17.04822211 | 1 | < 0.1% |
| 17 | 3 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| form_field25 | form_field26 | form_field27 | form_field28 | form_field29 | form_field30 | form_field31 | form_field32 | form_field33 | form_field34 | form_field35 | form_field36 | form_field37 | form_field38 | form_field39 | form_field40 | form_field41 | form_field42 | form_field43 | form_field44 | form_field45 | form_field46 | form_field47 | form_field48 | form_field49 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4000.5 | 17064.0 | 11376.0 | 60.0 | 17064.0 | 5962.0 | NaN | 1052.0 | 8.0000 | 2.0 | NaN | 12.0 | 12.0 | 4.0 | 0.0 | NaN | NaN | 0.392854 | 2.02 | 0.711632 | 0.0 | 0.0 | charge | NaN | 1.129518 |
| 1 | 4161.0 | 13413.0 | 8942.0 | 304.0 | 13413.0 | 5780.0 | NaN | 2554.0 | 17.5000 | 0.0 | 0.0 | 16.0 | 24.0 | 8.0 | 0.0 | NaN | NaN | 0.314281 | 8.08 | 0.183584 | NaN | 0.0 | charge | 349.805730 | 1.620483 |
| 2 | 1597.5 | 4746.0 | 3164.0 | 60.0 | 15696.0 | NaN | 14508.0 | 70.0 | 0.6666 | 0.0 | NaN | 12.0 | 0.0 | 6.0 | 0.0 | 149.6805 | NaN | 0.162965 | 18.18 | 0.791136 | 0.0 | 0.0 | charge | NaN | 1.513370 |
| 3 | 1701.0 | 4014.0 | 2676.0 | 60.0 | 11679.0 | NaN | NaN | 522.0 | 7.8334 | 1.0 | 1.0 | 4.0 | 8.0 | 4.0 | 1.0 | NaN | NaN | 0.488884 | 2.02 | 0.685168 | NaN | 0.0 | charge | 89.940100 | 0.664452 |
| 4 | 1551.0 | 3285.0 | 2190.0 | 60.0 | 19437.0 | 12958.0 | 5202.0 | 272.0 | 1.0000 | 0.0 | 0.0 | 24.0 | 2.0 | 24.0 | 0.0 | 150.0135 | NaN | 0.275000 | 12.12 | 0.438168 | 0.0 | 0.0 | charge | 97.887502 | 1.427891 |
| 5 | 2590.5 | 22083.0 | 14722.0 | 3772.0 | 22083.0 | NaN | NaN | 3858.0 | 31.0000 | 0.0 | NaN | 10.0 | 60.0 | 0.0 | 0.0 | NaN | NaN | 0.030558 | 12.12 | 0.382960 | NaN | 0.0 | lending | NaN | 0.000000 |
| 6 | 822.0 | NaN | NaN | 426.0 | 13413.0 | NaN | 13413.0 | 36.0 | 14.3334 | 0.0 | NaN | 12.0 | 2.0 | 2.0 | 0.0 | 153.8745 | NaN | 0.660000 | 1.01 | 0.513504 | NaN | 0.0 | charge | NaN | 2.146512 |
| 7 | 1498.5 | 1734.0 | 1156.0 | 548.0 | 15240.0 | 182.0 | NaN | 460.0 | 5.5000 | 0.0 | 1.0 | 10.0 | 6.0 | 12.0 | 0.0 | NaN | 149.0190 | 0.137500 | 3.03 | 0.635960 | NaN | 0.0 | charge | 155.295994 | 0.946074 |
| 8 | 1597.5 | 3195.0 | 2130.0 | 182.0 | 3741.0 | 1034.0 | NaN | 70.0 | 34.8334 | 1.0 | NaN | 14.0 | 0.0 | 8.0 | 0.0 | NaN | 102.2625 | 0.471427 | 4.04 | 0.410880 | 0.0 | 0.0 | charge | NaN | 0.641601 |
| 9 | 502.5 | 1278.0 | 852.0 | 182.0 | 9126.0 | NaN | 273.0 | 22.0 | 4.1666 | 0.0 | 1.0 | 4.0 | 0.0 | 4.0 | 0.0 | 150.0000 | NaN | 0.825000 | 1.01 | 0.800000 | NaN | NaN | charge | NaN | 0.000000 |
Last rows
| form_field25 | form_field26 | form_field27 | form_field28 | form_field29 | form_field30 | form_field31 | form_field32 | form_field33 | form_field34 | form_field35 | form_field36 | form_field37 | form_field38 | form_field39 | form_field40 | form_field41 | form_field42 | form_field43 | form_field44 | form_field45 | form_field46 | form_field47 | form_field48 | form_field49 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 55990 | 3334.5 | 13596.0 | 9064.0 | 60772.0 | 19344.0 | 6936.0 | 14964.0 | 2046.0 | 3.3334 | 0.0 | 0.0 | 24.0 | 24.0 | 16.0 | 0.0 | 110.3340 | NaN | 0.000000 | 17.17 | 0.384520 | 0.0 | 0.0 | charge | 1133.436392 | 2.000000 |
| 55991 | NaN | NaN | NaN | 60.0 | 6936.0 | NaN | NaN | NaN | 4.3334 | 0.0 | NaN | 10.0 | NaN | 6.0 | NaN | NaN | NaN | 1.257146 | 0.00 | NaN | NaN | NaN | charge | NaN | 0.000000 |
| 55992 | 2002.5 | 10311.0 | 6874.0 | 244.0 | 15786.0 | 7118.0 | 15786.0 | 790.0 | 3.3334 | 0.0 | 0.0 | 14.0 | 10.0 | 14.0 | 0.0 | 155.3415 | 143.3595 | 0.235719 | 11.11 | 0.401416 | NaN | 0.0 | charge | 130.331466 | 3.642987 |
| 55993 | 1857.0 | 10311.0 | 4928.0 | 304.0 | 14235.0 | 7178.0 | 5658.0 | 1302.0 | NaN | 1.0 | 0.0 | 24.0 | 8.0 | 24.0 | 0.0 | 178.3710 | 92.2125 | 0.000000 | 28.28 | 0.302904 | 0.0 | 0.0 | lending | 388.855406 | 0.931446 |
| 55994 | 1642.5 | NaN | NaN | 1826.0 | 6024.0 | NaN | NaN | 72.0 | 12.1666 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | 0.00 | NaN | NaN | NaN | charge | NaN | 0.000000 |
| 55995 | 2815.5 | 7299.0 | 4866.0 | 60772.0 | 15969.0 | 1034.0 | NaN | 864.0 | 21.6666 | 0.0 | 0.0 | 4.0 | 8.0 | 8.0 | 0.0 | NaN | NaN | 0.000000 | 9.09 | 0.730040 | NaN | 0.0 | lending | 591.048913 | 0.000000 |
| 55996 | 1840.5 | 5475.0 | 3650.0 | 60.0 | 11589.0 | 1642.0 | 11589.0 | 242.0 | 14.6666 | 0.0 | NaN | 28.0 | 0.0 | 34.0 | 0.0 | 158.0250 | 136.5135 | 0.297913 | 30.30 | 0.498208 | NaN | 0.0 | lending | NaN | 0.000000 |
| 55997 | 1059.0 | 3924.0 | 2616.0 | 2980.0 | 12135.0 | NaN | NaN | 232.0 | 22.3334 | 0.0 | 0.0 | 6.0 | 0.0 | 4.0 | 0.0 | NaN | NaN | 0.550000 | 3.03 | 0.450512 | 0.0 | 0.0 | lending | 1252.474467 | 2.000000 |
| 55998 | 2373.0 | NaN | NaN | 60.0 | 25641.0 | 852.0 | NaN | 104.0 | 57.5000 | 1.0 | NaN | 10.0 | 2.0 | 8.0 | 1.0 | NaN | 150.0000 | 0.942854 | 0.00 | 0.705048 | 1.0 | 0.0 | charge | NaN | 0.000000 |
| 55999 | 5361.0 | 16515.0 | 11010.0 | 1278.0 | 22083.0 | NaN | NaN | 1410.0 | 0.8334 | 0.0 | NaN | 20.0 | 8.0 | 2.0 | 0.0 | NaN | NaN | 0.000000 | 13.13 | 0.292424 | NaN | NaN | charge | 4986.188578 | 3.000000 |
Most frequently occurring
| form_field25 | form_field26 | form_field27 | form_field28 | form_field29 | form_field30 | form_field31 | form_field32 | form_field33 | form_field34 | form_field35 | form_field36 | form_field37 | form_field38 | form_field39 | form_field40 | form_field41 | form_field42 | form_field43 | form_field44 | form_field45 | form_field46 | form_field47 | form_field48 | form_field49 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | charge | NaN | NaN | 74 |
| 120 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | lending | NaN | NaN | 30 |
| 74 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.1666 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | charge | NaN | NaN | 25 |
| 75 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.1666 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | lending | NaN | NaN | 14 |
| 78 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.5000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | charge | NaN | NaN | 11 |
| 76 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.3334 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | charge | NaN | NaN | 10 |
| 85 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.1666 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | charge | NaN | NaN | 7 |
| 91 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.8334 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | charge | NaN | NaN | 7 |
| 93 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | charge | NaN | NaN | 7 |
| 80 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.6666 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | charge | NaN | NaN | 6 |